Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 2000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 6 |
| Duplicate rows (%) | 0.3% |
| Total size in memory | 312.6 KiB |
| Average record size in memory | 160.1 B |
Variable types
| NUM | 20 |
|---|
| Dataset has 6 (0.3%) duplicate rows | Duplicates |
target has 200 (10.0%) zeros | Zeros |
Reproduction
| Analysis started | 2020-10-08 14:59:46.386466 |
|---|---|
| Analysis finished | 2020-10-08 15:01:06.157143 |
| Duration | 1 minute and 19.77 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
att5
Real number (ℝ≥0)
| Distinct | 1994 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.300366591 |
|---|---|
| Minimum | 0.00209035 |
| Maximum | 0.79648722 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.00209035 |
|---|---|
| 5-th percentile | 0.068881636 |
| Q1 | 0.1804207525 |
| median | 0.28251515 |
| Q3 | 0.41329652 |
| 95-th percentile | 0.574727031 |
| Maximum | 0.79648722 |
| Range | 0.79439687 |
| Interquartile range (IQR) | 0.2328757675 |
Descriptive statistics
| Standard deviation | 0.1562558736 |
|---|---|
| Coefficient of variation (CV) | 0.5202172222 |
| Kurtosis | -0.7034705307 |
| Mean | 0.300366591 |
| Median Absolute Deviation (MAD) | 0.11436257 |
| Skewness | 0.3593458657 |
| Sum | 600.7331821 |
| Variance | 0.02441589804 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.1531899 | 2 | 0.1% | |
| 0.48563612 | 2 | 0.1% | |
| 0.27180867 | 2 | 0.1% | |
| 0.29997635 | 2 | 0.1% | |
| 0.23642355 | 2 | 0.1% | |
| 0.28305624 | 2 | 0.1% | |
| 0.13823729 | 1 | 0.1% | |
| 0.38821576 | 1 | 0.1% | |
| 0.09298288 | 1 | 0.1% | |
| 0.17888904 | 1 | 0.1% | |
| 0.46458916 | 1 | 0.1% | |
| 0.67599328 | 1 | 0.1% | |
| 0.33489601 | 1 | 0.1% | |
| 0.34877974 | 1 | 0.1% | |
| 0.25299956 | 1 | 0.1% | |
| 0.20377356 | 1 | 0.1% | |
| 0.33001297 | 1 | 0.1% | |
| 0.2928608 | 1 | 0.1% | |
| 0.4349584 | 1 | 0.1% | |
| 0.43003405 | 1 | 0.1% | |
| 0.43790589 | 1 | 0.1% | |
| 0.52553452 | 1 | 0.1% | |
| 0.06495394 | 1 | 0.1% | |
| 0.22225759 | 1 | 0.1% | |
| 0.43384343 | 1 | 0.1% | |
| Other values (1969) | 1969 | 98.5% |
| Value | Count | Frequency (%) | |
| 0.00209035 | 1 | 0.1% | |
| 0.00629143 | 1 | 0.1% | |
| 0.00856358 | 1 | 0.1% | |
| 0.00879651 | 1 | 0.1% | |
| 0.00896502 | 1 | 0.1% | |
| 0.013448 | 1 | 0.1% | |
| 0.01426157 | 1 | 0.1% | |
| 0.01855911 | 1 | 0.1% | |
| 0.01876021 | 1 | 0.1% | |
| 0.0189702 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.79648722 | 1 | 0.1% | |
| 0.72191089 | 1 | 0.1% | |
| 0.70342717 | 1 | 0.1% | |
| 0.69007757 | 1 | 0.1% | |
| 0.6806955 | 1 | 0.1% | |
| 0.67654158 | 1 | 0.1% | |
| 0.67599328 | 1 | 0.1% | |
| 0.67081022 | 1 | 0.1% | |
| 0.66573164 | 1 | 0.1% | |
| 0.66551395 | 1 | 0.1% |
att36
Real number (ℝ≥0)
| Distinct | 1993 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08668581136 |
|---|---|
| Minimum | 0.00158334 |
| Maximum | 0.2606909 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.00158334 |
|---|---|
| 5-th percentile | 0.023630396 |
| Q1 | 0.0548729225 |
| median | 0.082496675 |
| Q3 | 0.114702715 |
| 95-th percentile | 0.160950811 |
| Maximum | 0.2606909 |
| Range | 0.25910756 |
| Interquartile range (IQR) | 0.0598297925 |
Descriptive statistics
| Standard deviation | 0.04238861261 |
|---|---|
| Coefficient of variation (CV) | 0.488991358 |
| Kurtosis | 0.2456874461 |
| Mean | 0.08668581136 |
| Median Absolute Deviation (MAD) | 0.02970217 |
| Skewness | 0.5365806671 |
| Sum | 173.3716227 |
| Variance | 0.001796794479 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.06589866 | 2 | 0.1% | |
| 0.07376109 | 2 | 0.1% | |
| 0.16373863 | 2 | 0.1% | |
| 0.09518751 | 2 | 0.1% | |
| 0.15855962 | 2 | 0.1% | |
| 0.05682213 | 2 | 0.1% | |
| 0.11805202 | 2 | 0.1% | |
| 0.04565513 | 1 | 0.1% | |
| 0.08762827 | 1 | 0.1% | |
| 0.06868627 | 1 | 0.1% | |
| 0.13784139 | 1 | 0.1% | |
| 0.07829031 | 1 | 0.1% | |
| 0.06479509 | 1 | 0.1% | |
| 0.14859665 | 1 | 0.1% | |
| 0.07190746 | 1 | 0.1% | |
| 0.03022604 | 1 | 0.1% | |
| 0.09647535 | 1 | 0.1% | |
| 0.09238335 | 1 | 0.1% | |
| 0.05686329 | 1 | 0.1% | |
| 0.089293 | 1 | 0.1% | |
| 0.04746164 | 1 | 0.1% | |
| 0.03362531 | 1 | 0.1% | |
| 0.06797366 | 1 | 0.1% | |
| 0.13262747 | 1 | 0.1% | |
| 0.08195436 | 1 | 0.1% | |
| Other values (1968) | 1968 | 98.4% |
| Value | Count | Frequency (%) | |
| 0.00158334 | 1 | 0.1% | |
| 0.00305022 | 1 | 0.1% | |
| 0.00320701 | 1 | 0.1% | |
| 0.00422669 | 1 | 0.1% | |
| 0.00427357 | 1 | 0.1% | |
| 0.00445357 | 1 | 0.1% | |
| 0.00517171 | 1 | 0.1% | |
| 0.00561476 | 1 | 0.1% | |
| 0.00565468 | 1 | 0.1% | |
| 0.00572806 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.2606909 | 1 | 0.1% | |
| 0.25335259 | 1 | 0.1% | |
| 0.25137723 | 1 | 0.1% | |
| 0.24946782 | 1 | 0.1% | |
| 0.24406666 | 1 | 0.1% | |
| 0.23510011 | 1 | 0.1% | |
| 0.23296146 | 1 | 0.1% | |
| 0.22814968 | 1 | 0.1% | |
| 0.22269133 | 1 | 0.1% | |
| 0.22054023 | 1 | 0.1% |
att11
Real number (ℝ≥0)
| Distinct | 1994 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1571189575 |
|---|---|
| Minimum | 0.00329301 |
| Maximum | 0.42363633 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.00329301 |
|---|---|
| 5-th percentile | 0.032770501 |
| Q1 | 0.0864012775 |
| median | 0.14781802 |
| Q3 | 0.22128726 |
| 95-th percentile | 0.303427876 |
| Maximum | 0.42363633 |
| Range | 0.42034332 |
| Interquartile range (IQR) | 0.1348859825 |
Descriptive statistics
| Standard deviation | 0.08634385598 |
|---|---|
| Coefficient of variation (CV) | 0.549544481 |
| Kurtosis | -0.6495090806 |
| Mean | 0.1571189575 |
| Median Absolute Deviation (MAD) | 0.06687186 |
| Skewness | 0.3672433457 |
| Sum | 314.2379151 |
| Variance | 0.007455261465 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.31853922 | 2 | 0.1% | |
| 0.25777696 | 2 | 0.1% | |
| 0.22931958 | 2 | 0.1% | |
| 0.06010195 | 2 | 0.1% | |
| 0.03340596 | 2 | 0.1% | |
| 0.16364633 | 2 | 0.1% | |
| 0.13698866 | 1 | 0.1% | |
| 0.03806033 | 1 | 0.1% | |
| 0.0742333 | 1 | 0.1% | |
| 0.17618341 | 1 | 0.1% | |
| 0.0231292 | 1 | 0.1% | |
| 0.11290113 | 1 | 0.1% | |
| 0.11777926 | 1 | 0.1% | |
| 0.10158469 | 1 | 0.1% | |
| 0.17291633 | 1 | 0.1% | |
| 0.04212216 | 1 | 0.1% | |
| 0.12754475 | 1 | 0.1% | |
| 0.1276396 | 1 | 0.1% | |
| 0.34066487 | 1 | 0.1% | |
| 0.29424007 | 1 | 0.1% | |
| 0.17919642 | 1 | 0.1% | |
| 0.03423784 | 1 | 0.1% | |
| 0.16424588 | 1 | 0.1% | |
| 0.13335109 | 1 | 0.1% | |
| 0.15600743 | 1 | 0.1% | |
| Other values (1969) | 1969 | 98.5% |
| Value | Count | Frequency (%) | |
| 0.00329301 | 1 | 0.1% | |
| 0.00376415 | 1 | 0.1% | |
| 0.00666245 | 1 | 0.1% | |
| 0.00698615 | 1 | 0.1% | |
| 0.00781464 | 1 | 0.1% | |
| 0.00787011 | 1 | 0.1% | |
| 0.00814698 | 1 | 0.1% | |
| 0.00973835 | 1 | 0.1% | |
| 0.00986745 | 1 | 0.1% | |
| 0.01015246 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.42363633 | 1 | 0.1% | |
| 0.42080292 | 1 | 0.1% | |
| 0.40925964 | 1 | 0.1% | |
| 0.40402573 | 1 | 0.1% | |
| 0.39503567 | 1 | 0.1% | |
| 0.39111137 | 1 | 0.1% | |
| 0.39100519 | 1 | 0.1% | |
| 0.38747449 | 1 | 0.1% | |
| 0.38682122 | 1 | 0.1% | |
| 0.38121472 | 1 | 0.1% |
att1
Real number (ℝ≥0)
| Distinct | 1994 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1855442693 |
|---|---|
| Minimum | 0.00492771 |
| Maximum | 0.39577208 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.00492771 |
|---|---|
| 5-th percentile | 0.041750605 |
| Q1 | 0.112065635 |
| median | 0.17609349 |
| Q3 | 0.2702900325 |
| 95-th percentile | 0.3265425795 |
| Maximum | 0.39577208 |
| Range | 0.39084437 |
| Interquartile range (IQR) | 0.1582243975 |
Descriptive statistics
| Standard deviation | 0.09189789571 |
|---|---|
| Coefficient of variation (CV) | 0.4952882462 |
| Kurtosis | -1.068824823 |
| Mean | 0.1855442693 |
| Median Absolute Deviation (MAD) | 0.07660881 |
| Skewness | 0.04657490645 |
| Sum | 371.0885385 |
| Variance | 0.008445223236 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.25772223 | 2 | 0.1% | |
| 0.29598236 | 2 | 0.1% | |
| 0.13428931 | 2 | 0.1% | |
| 0.37817701 | 2 | 0.1% | |
| 0.31156662 | 2 | 0.1% | |
| 0.27157485 | 2 | 0.1% | |
| 0.28961339 | 1 | 0.1% | |
| 0.31644901 | 1 | 0.1% | |
| 0.12660725 | 1 | 0.1% | |
| 0.18388255 | 1 | 0.1% | |
| 0.2127079 | 1 | 0.1% | |
| 0.33575042 | 1 | 0.1% | |
| 0.23328817 | 1 | 0.1% | |
| 0.15586502 | 1 | 0.1% | |
| 0.18972555 | 1 | 0.1% | |
| 0.20387401 | 1 | 0.1% | |
| 0.33208103 | 1 | 0.1% | |
| 0.20212988 | 1 | 0.1% | |
| 0.27891943 | 1 | 0.1% | |
| 0.07298948 | 1 | 0.1% | |
| 0.09789693 | 1 | 0.1% | |
| 0.30879079 | 1 | 0.1% | |
| 0.26438305 | 1 | 0.1% | |
| 0.33830103 | 1 | 0.1% | |
| 0.14387789 | 1 | 0.1% | |
| Other values (1969) | 1969 | 98.5% |
| Value | Count | Frequency (%) | |
| 0.00492771 | 1 | 0.1% | |
| 0.00627628 | 1 | 0.1% | |
| 0.00664648 | 1 | 0.1% | |
| 0.00731136 | 1 | 0.1% | |
| 0.00889163 | 1 | 0.1% | |
| 0.00914746 | 1 | 0.1% | |
| 0.00943675 | 1 | 0.1% | |
| 0.01013882 | 1 | 0.1% | |
| 0.01023823 | 1 | 0.1% | |
| 0.01048812 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.39577208 | 1 | 0.1% | |
| 0.38516286 | 1 | 0.1% | |
| 0.38334105 | 1 | 0.1% | |
| 0.37817701 | 2 | 0.1% | |
| 0.36791513 | 1 | 0.1% | |
| 0.36753856 | 1 | 0.1% | |
| 0.36648917 | 1 | 0.1% | |
| 0.36587351 | 1 | 0.1% | |
| 0.36304554 | 1 | 0.1% | |
| 0.36296474 | 1 | 0.1% |
att46
Real number (ℝ≥0)
| Distinct | 1994 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07813430361 |
|---|---|
| Minimum | 0.00232565 |
| Maximum | 0.23181054 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.00232565 |
|---|---|
| 5-th percentile | 0.023254886 |
| Q1 | 0.0506415225 |
| median | 0.074571305 |
| Q3 | 0.1009716375 |
| 95-th percentile | 0.148066869 |
| Maximum | 0.23181054 |
| Range | 0.22948489 |
| Interquartile range (IQR) | 0.050330115 |
Descriptive statistics
| Standard deviation | 0.03755549892 |
|---|---|
| Coefficient of variation (CV) | 0.480653147 |
| Kurtosis | 0.05080860277 |
| Mean | 0.07813430361 |
| Median Absolute Deviation (MAD) | 0.02524881 |
| Skewness | 0.5273479812 |
| Sum | 156.2686072 |
| Variance | 0.001410415499 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.03078402 | 2 | 0.1% | |
| 0.15366913 | 2 | 0.1% | |
| 0.15992114 | 2 | 0.1% | |
| 0.08154401 | 2 | 0.1% | |
| 0.08033835 | 2 | 0.1% | |
| 0.15659908 | 2 | 0.1% | |
| 0.06070701 | 1 | 0.1% | |
| 0.08170705 | 1 | 0.1% | |
| 0.17011486 | 1 | 0.1% | |
| 0.17100742 | 1 | 0.1% | |
| 0.08891361 | 1 | 0.1% | |
| 0.08638569 | 1 | 0.1% | |
| 0.14788414 | 1 | 0.1% | |
| 0.08354435 | 1 | 0.1% | |
| 0.09929233 | 1 | 0.1% | |
| 0.02187498 | 1 | 0.1% | |
| 0.1678465 | 1 | 0.1% | |
| 0.08720869 | 1 | 0.1% | |
| 0.05996432 | 1 | 0.1% | |
| 0.06225883 | 1 | 0.1% | |
| 0.10869887 | 1 | 0.1% | |
| 0.08410818 | 1 | 0.1% | |
| 0.02804689 | 1 | 0.1% | |
| 0.07273317 | 1 | 0.1% | |
| 0.08253543 | 1 | 0.1% | |
| Other values (1969) | 1969 | 98.5% |
| Value | Count | Frequency (%) | |
| 0.00232565 | 1 | 0.1% | |
| 0.00374793 | 1 | 0.1% | |
| 0.00405807 | 1 | 0.1% | |
| 0.00474246 | 1 | 0.1% | |
| 0.00519238 | 1 | 0.1% | |
| 0.00549989 | 1 | 0.1% | |
| 0.00583986 | 1 | 0.1% | |
| 0.00712912 | 1 | 0.1% | |
| 0.00737167 | 1 | 0.1% | |
| 0.00745142 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.23181054 | 1 | 0.1% | |
| 0.22551891 | 1 | 0.1% | |
| 0.21406467 | 1 | 0.1% | |
| 0.20998705 | 1 | 0.1% | |
| 0.20706489 | 1 | 0.1% | |
| 0.19989063 | 1 | 0.1% | |
| 0.19219778 | 1 | 0.1% | |
| 0.19121036 | 1 | 0.1% | |
| 0.18592649 | 1 | 0.1% | |
| 0.18553398 | 1 | 0.1% |
att48
Real number (ℝ≥0)
| Distinct | 1993 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0726558679 |
|---|---|
| Minimum | 0.00325095 |
| Maximum | 0.23412151 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.00325095 |
|---|---|
| 5-th percentile | 0.0190912085 |
| Q1 | 0.04439662 |
| median | 0.067617775 |
| Q3 | 0.096139885 |
| 95-th percentile | 0.139890229 |
| Maximum | 0.23412151 |
| Range | 0.23087056 |
| Interquartile range (IQR) | 0.051743265 |
Descriptive statistics
| Standard deviation | 0.0378630906 |
|---|---|
| Coefficient of variation (CV) | 0.5211291489 |
| Kurtosis | 0.4811694635 |
| Mean | 0.0726558679 |
| Median Absolute Deviation (MAD) | 0.02520972 |
| Skewness | 0.7064919624 |
| Sum | 145.3117358 |
| Variance | 0.00143361363 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.02689369 | 2 | 0.1% | |
| 0.14505881 | 2 | 0.1% | |
| 0.04514433 | 2 | 0.1% | |
| 0.09149892 | 2 | 0.1% | |
| 0.09294697 | 2 | 0.1% | |
| 0.05847307 | 2 | 0.1% | |
| 0.04382033 | 2 | 0.1% | |
| 0.02488271 | 1 | 0.1% | |
| 0.08663567 | 1 | 0.1% | |
| 0.02186265 | 1 | 0.1% | |
| 0.02848598 | 1 | 0.1% | |
| 0.0507339 | 1 | 0.1% | |
| 0.10337182 | 1 | 0.1% | |
| 0.01030166 | 1 | 0.1% | |
| 0.0821401 | 1 | 0.1% | |
| 0.09583468 | 1 | 0.1% | |
| 0.12648789 | 1 | 0.1% | |
| 0.13826519 | 1 | 0.1% | |
| 0.02783879 | 1 | 0.1% | |
| 0.06799064 | 1 | 0.1% | |
| 0.05920476 | 1 | 0.1% | |
| 0.02854787 | 1 | 0.1% | |
| 0.03093477 | 1 | 0.1% | |
| 0.04871287 | 1 | 0.1% | |
| 0.04752887 | 1 | 0.1% | |
| Other values (1968) | 1968 | 98.4% |
| Value | Count | Frequency (%) | |
| 0.00325095 | 1 | 0.1% | |
| 0.00375832 | 1 | 0.1% | |
| 0.004322 | 1 | 0.1% | |
| 0.00494309 | 1 | 0.1% | |
| 0.00522683 | 1 | 0.1% | |
| 0.00531281 | 1 | 0.1% | |
| 0.0053611 | 1 | 0.1% | |
| 0.00543764 | 1 | 0.1% | |
| 0.00589295 | 1 | 0.1% | |
| 0.00608534 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.23412151 | 1 | 0.1% | |
| 0.22701634 | 1 | 0.1% | |
| 0.22228963 | 1 | 0.1% | |
| 0.21684172 | 1 | 0.1% | |
| 0.21370408 | 1 | 0.1% | |
| 0.21115756 | 1 | 0.1% | |
| 0.20399517 | 1 | 0.1% | |
| 0.20351117 | 1 | 0.1% | |
| 0.20340895 | 1 | 0.1% | |
| 0.20293187 | 1 | 0.1% |
att66
Real number (ℝ≥0)
| Distinct | 1994 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1312653263 |
|---|---|
| Minimum | 0.00377491 |
| Maximum | 0.3717567 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.00377491 |
|---|---|
| 5-th percentile | 0.0355334515 |
| Q1 | 0.08326845 |
| median | 0.12527872 |
| Q3 | 0.170498215 |
| 95-th percentile | 0.2568166565 |
| Maximum | 0.3717567 |
| Range | 0.36798179 |
| Interquartile range (IQR) | 0.087229765 |
Descriptive statistics
| Standard deviation | 0.06659910986 |
|---|---|
| Coefficient of variation (CV) | 0.5073625439 |
| Kurtosis | 0.4957433348 |
| Mean | 0.1312653263 |
| Median Absolute Deviation (MAD) | 0.0439125 |
| Skewness | 0.6654825299 |
| Sum | 262.5306525 |
| Variance | 0.004435441434 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.185417 | 2 | 0.1% | |
| 0.06913397 | 2 | 0.1% | |
| 0.32298284 | 2 | 0.1% | |
| 0.15756776 | 2 | 0.1% | |
| 0.1247451 | 2 | 0.1% | |
| 0.01225191 | 2 | 0.1% | |
| 0.04765333 | 1 | 0.1% | |
| 0.08589216 | 1 | 0.1% | |
| 0.16732098 | 1 | 0.1% | |
| 0.18325583 | 1 | 0.1% | |
| 0.07697851 | 1 | 0.1% | |
| 0.19630637 | 1 | 0.1% | |
| 0.09669095 | 1 | 0.1% | |
| 0.13939954 | 1 | 0.1% | |
| 0.13002673 | 1 | 0.1% | |
| 0.07150857 | 1 | 0.1% | |
| 0.08780306 | 1 | 0.1% | |
| 0.1492543 | 1 | 0.1% | |
| 0.29860706 | 1 | 0.1% | |
| 0.2544415 | 1 | 0.1% | |
| 0.17492277 | 1 | 0.1% | |
| 0.17320271 | 1 | 0.1% | |
| 0.18346217 | 1 | 0.1% | |
| 0.21152534 | 1 | 0.1% | |
| 0.19179724 | 1 | 0.1% | |
| Other values (1969) | 1969 | 98.5% |
| Value | Count | Frequency (%) | |
| 0.00377491 | 1 | 0.1% | |
| 0.00458132 | 1 | 0.1% | |
| 0.0049541 | 1 | 0.1% | |
| 0.00636963 | 1 | 0.1% | |
| 0.00760848 | 1 | 0.1% | |
| 0.00851464 | 1 | 0.1% | |
| 0.00933993 | 1 | 0.1% | |
| 0.0112207 | 1 | 0.1% | |
| 0.01132265 | 1 | 0.1% | |
| 0.01152389 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.3717567 | 1 | 0.1% | |
| 0.36902706 | 1 | 0.1% | |
| 0.36817284 | 1 | 0.1% | |
| 0.36735307 | 1 | 0.1% | |
| 0.36126732 | 1 | 0.1% | |
| 0.35790231 | 1 | 0.1% | |
| 0.35440414 | 1 | 0.1% | |
| 0.35289807 | 1 | 0.1% | |
| 0.34732763 | 1 | 0.1% | |
| 0.34620533 | 1 | 0.1% |
att54
Real number (ℝ≥0)
| Distinct | 1993 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.09115354591 |
|---|---|
| Minimum | 0.00157472 |
| Maximum | 0.25699967 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.00157472 |
|---|---|
| 5-th percentile | 0.0267021245 |
| Q1 | 0.0588510075 |
| median | 0.086756645 |
| Q3 | 0.1187698375 |
| 95-th percentile | 0.1737374145 |
| Maximum | 0.25699967 |
| Range | 0.25542495 |
| Interquartile range (IQR) | 0.05991883 |
Descriptive statistics
| Standard deviation | 0.04434763241 |
|---|---|
| Coefficient of variation (CV) | 0.4865157133 |
| Kurtosis | 0.1402850044 |
| Mean | 0.09115354591 |
| Median Absolute Deviation (MAD) | 0.029567685 |
| Skewness | 0.5776514091 |
| Sum | 182.3070918 |
| Variance | 0.0019667125 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.15212075 | 2 | 0.1% | |
| 0.1167295 | 2 | 0.1% | |
| 0.12522438 | 2 | 0.1% | |
| 0.09034697 | 2 | 0.1% | |
| 0.09555732 | 2 | 0.1% | |
| 0.19139507 | 2 | 0.1% | |
| 0.08988003 | 2 | 0.1% | |
| 0.06807474 | 1 | 0.1% | |
| 0.19589896 | 1 | 0.1% | |
| 0.03040733 | 1 | 0.1% | |
| 0.09749273 | 1 | 0.1% | |
| 0.11795316 | 1 | 0.1% | |
| 0.10643466 | 1 | 0.1% | |
| 0.14064265 | 1 | 0.1% | |
| 0.13972862 | 1 | 0.1% | |
| 0.11600978 | 1 | 0.1% | |
| 0.19674932 | 1 | 0.1% | |
| 0.14342208 | 1 | 0.1% | |
| 0.06314888 | 1 | 0.1% | |
| 0.10189194 | 1 | 0.1% | |
| 0.10455981 | 1 | 0.1% | |
| 0.0280753 | 1 | 0.1% | |
| 0.10688154 | 1 | 0.1% | |
| 0.10242577 | 1 | 0.1% | |
| 0.06935902 | 1 | 0.1% | |
| Other values (1968) | 1968 | 98.4% |
| Value | Count | Frequency (%) | |
| 0.00157472 | 1 | 0.1% | |
| 0.00208576 | 1 | 0.1% | |
| 0.00221125 | 1 | 0.1% | |
| 0.00322667 | 1 | 0.1% | |
| 0.00507356 | 1 | 0.1% | |
| 0.00589276 | 1 | 0.1% | |
| 0.00667782 | 1 | 0.1% | |
| 0.00701301 | 1 | 0.1% | |
| 0.00740492 | 1 | 0.1% | |
| 0.00823102 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.25699967 | 1 | 0.1% | |
| 0.2459629 | 1 | 0.1% | |
| 0.23939539 | 1 | 0.1% | |
| 0.23740472 | 1 | 0.1% | |
| 0.23697456 | 1 | 0.1% | |
| 0.23344173 | 1 | 0.1% | |
| 0.23099911 | 1 | 0.1% | |
| 0.23014345 | 1 | 0.1% | |
| 0.2255359 | 1 | 0.1% | |
| 0.22517183 | 1 | 0.1% |
att51
Real number (ℝ≥0)
| Distinct | 1994 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08020043735 |
|---|---|
| Minimum | 0.00187021 |
| Maximum | 0.24775746 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.00187021 |
|---|---|
| 5-th percentile | 0.0217705275 |
| Q1 | 0.048069015 |
| median | 0.074399025 |
| Q3 | 0.1071167175 |
| 95-th percentile | 0.1558083335 |
| Maximum | 0.24775746 |
| Range | 0.24588725 |
| Interquartile range (IQR) | 0.0590477025 |
Descriptive statistics
| Standard deviation | 0.04206779335 |
|---|---|
| Coefficient of variation (CV) | 0.5245332163 |
| Kurtosis | 0.2595203097 |
| Mean | 0.08020043735 |
| Median Absolute Deviation (MAD) | 0.029154565 |
| Skewness | 0.6765986869 |
| Sum | 160.4008747 |
| Variance | 0.001769699238 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.21258382 | 2 | 0.1% | |
| 0.0542997 | 2 | 0.1% | |
| 0.06126686 | 2 | 0.1% | |
| 0.10021541 | 2 | 0.1% | |
| 0.18927181 | 2 | 0.1% | |
| 0.10744144 | 2 | 0.1% | |
| 0.0360898 | 1 | 0.1% | |
| 0.06943852 | 1 | 0.1% | |
| 0.04530879 | 1 | 0.1% | |
| 0.12471189 | 1 | 0.1% | |
| 0.04098554 | 1 | 0.1% | |
| 0.08638515 | 1 | 0.1% | |
| 0.05759871 | 1 | 0.1% | |
| 0.09170479 | 1 | 0.1% | |
| 0.0666465 | 1 | 0.1% | |
| 0.06025301 | 1 | 0.1% | |
| 0.18223074 | 1 | 0.1% | |
| 0.16991551 | 1 | 0.1% | |
| 0.01599109 | 1 | 0.1% | |
| 0.0417275 | 1 | 0.1% | |
| 0.14548475 | 1 | 0.1% | |
| 0.24350717 | 1 | 0.1% | |
| 0.13396 | 1 | 0.1% | |
| 0.05955033 | 1 | 0.1% | |
| 0.05129761 | 1 | 0.1% | |
| Other values (1969) | 1969 | 98.5% |
| Value | Count | Frequency (%) | |
| 0.00187021 | 1 | 0.1% | |
| 0.00280476 | 1 | 0.1% | |
| 0.00411617 | 1 | 0.1% | |
| 0.00456011 | 1 | 0.1% | |
| 0.00472436 | 1 | 0.1% | |
| 0.00510702 | 1 | 0.1% | |
| 0.00518386 | 1 | 0.1% | |
| 0.00564878 | 1 | 0.1% | |
| 0.00580591 | 1 | 0.1% | |
| 0.00622932 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.24775746 | 1 | 0.1% | |
| 0.24350717 | 1 | 0.1% | |
| 0.24161657 | 1 | 0.1% | |
| 0.22949955 | 1 | 0.1% | |
| 0.2214283 | 1 | 0.1% | |
| 0.21563778 | 1 | 0.1% | |
| 0.21436187 | 1 | 0.1% | |
| 0.21345985 | 1 | 0.1% | |
| 0.21258382 | 2 | 0.1% | |
| 0.21100275 | 1 | 0.1% |
att29
Real number (ℝ≥0)
| Distinct | 1993 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0921729566 |
|---|---|
| Minimum | 0.00017629 |
| Maximum | 0.312097 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.00017629 |
|---|---|
| 5-th percentile | 0.024115552 |
| Q1 | 0.0540677325 |
| median | 0.084744615 |
| Q3 | 0.120034855 |
| 95-th percentile | 0.187094826 |
| Maximum | 0.312097 |
| Range | 0.31192071 |
| Interquartile range (IQR) | 0.0659671225 |
Descriptive statistics
| Standard deviation | 0.05172973271 |
|---|---|
| Coefficient of variation (CV) | 0.5612246218 |
| Kurtosis | 1.203279802 |
| Mean | 0.0921729566 |
| Median Absolute Deviation (MAD) | 0.03254853 |
| Skewness | 0.9730116825 |
| Sum | 184.3459132 |
| Variance | 0.002675965246 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.07091218 | 2 | 0.1% | |
| 0.16974611 | 2 | 0.1% | |
| 0.07523709 | 2 | 0.1% | |
| 0.0771823 | 2 | 0.1% | |
| 0.07592175 | 2 | 0.1% | |
| 0.22010262 | 2 | 0.1% | |
| 0.14873338 | 2 | 0.1% | |
| 0.03348968 | 1 | 0.1% | |
| 0.17092254 | 1 | 0.1% | |
| 0.05731024 | 1 | 0.1% | |
| 0.08288285 | 1 | 0.1% | |
| 0.11219932 | 1 | 0.1% | |
| 0.07509359 | 1 | 0.1% | |
| 0.0653641 | 1 | 0.1% | |
| 0.02733564 | 1 | 0.1% | |
| 0.12074399 | 1 | 0.1% | |
| 0.06492703 | 1 | 0.1% | |
| 0.11823547 | 1 | 0.1% | |
| 0.01579697 | 1 | 0.1% | |
| 0.02699999 | 1 | 0.1% | |
| 0.18056466 | 1 | 0.1% | |
| 0.13100255 | 1 | 0.1% | |
| 0.05125023 | 1 | 0.1% | |
| 0.11497848 | 1 | 0.1% | |
| 0.07076407 | 1 | 0.1% | |
| Other values (1968) | 1968 | 98.4% |
| Value | Count | Frequency (%) | |
| 0.00017629 | 1 | 0.1% | |
| 0.00160702 | 1 | 0.1% | |
| 0.00239058 | 1 | 0.1% | |
| 0.00260557 | 1 | 0.1% | |
| 0.00423397 | 1 | 0.1% | |
| 0.0050328 | 1 | 0.1% | |
| 0.00564088 | 1 | 0.1% | |
| 0.00574787 | 1 | 0.1% | |
| 0.00581819 | 1 | 0.1% | |
| 0.00639913 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.312097 | 1 | 0.1% | |
| 0.30987962 | 1 | 0.1% | |
| 0.30563276 | 1 | 0.1% | |
| 0.30243436 | 1 | 0.1% | |
| 0.3016789 | 1 | 0.1% | |
| 0.30108927 | 1 | 0.1% | |
| 0.29404019 | 1 | 0.1% | |
| 0.27916289 | 1 | 0.1% | |
| 0.2791517 | 1 | 0.1% | |
| 0.27849927 | 1 | 0.1% |
att68
Real number (ℝ≥0)
| Distinct | 1994 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1284089095 |
|---|---|
| Minimum | 0.00365267 |
| Maximum | 0.41878277 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.00365267 |
|---|---|
| 5-th percentile | 0.036619295 |
| Q1 | 0.0786667175 |
| median | 0.121103105 |
| Q3 | 0.17152426 |
| 95-th percentile | 0.2431137645 |
| Maximum | 0.41878277 |
| Range | 0.4151301 |
| Interquartile range (IQR) | 0.0928575425 |
Descriptive statistics
| Standard deviation | 0.06480105313 |
|---|---|
| Coefficient of variation (CV) | 0.5046460824 |
| Kurtosis | 0.1583643811 |
| Mean | 0.1284089095 |
| Median Absolute Deviation (MAD) | 0.045702665 |
| Skewness | 0.5870420735 |
| Sum | 256.817819 |
| Variance | 0.004199176487 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.28490491 | 2 | 0.1% | |
| 0.17152426 | 2 | 0.1% | |
| 0.11204376 | 2 | 0.1% | |
| 0.08026021 | 2 | 0.1% | |
| 0.22563377 | 2 | 0.1% | |
| 0.01700377 | 2 | 0.1% | |
| 0.05565227 | 1 | 0.1% | |
| 0.14967384 | 1 | 0.1% | |
| 0.16374428 | 1 | 0.1% | |
| 0.18380184 | 1 | 0.1% | |
| 0.13579601 | 1 | 0.1% | |
| 0.12312201 | 1 | 0.1% | |
| 0.11126159 | 1 | 0.1% | |
| 0.18298233 | 1 | 0.1% | |
| 0.14891191 | 1 | 0.1% | |
| 0.17470358 | 1 | 0.1% | |
| 0.04367183 | 1 | 0.1% | |
| 0.25477843 | 1 | 0.1% | |
| 0.20869709 | 1 | 0.1% | |
| 0.11134324 | 1 | 0.1% | |
| 0.09549946 | 1 | 0.1% | |
| 0.1295192 | 1 | 0.1% | |
| 0.16021005 | 1 | 0.1% | |
| 0.1587696 | 1 | 0.1% | |
| 0.07140722 | 1 | 0.1% | |
| Other values (1969) | 1969 | 98.5% |
| Value | Count | Frequency (%) | |
| 0.00365267 | 1 | 0.1% | |
| 0.00400679 | 1 | 0.1% | |
| 0.00526836 | 1 | 0.1% | |
| 0.00570854 | 1 | 0.1% | |
| 0.00948358 | 1 | 0.1% | |
| 0.00976643 | 1 | 0.1% | |
| 0.00977527 | 1 | 0.1% | |
| 0.01055844 | 1 | 0.1% | |
| 0.01058664 | 1 | 0.1% | |
| 0.01150647 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.41878277 | 1 | 0.1% | |
| 0.38062687 | 1 | 0.1% | |
| 0.36924367 | 1 | 0.1% | |
| 0.34455914 | 1 | 0.1% | |
| 0.34395149 | 1 | 0.1% | |
| 0.33832354 | 1 | 0.1% | |
| 0.33761645 | 1 | 0.1% | |
| 0.3259028 | 1 | 0.1% | |
| 0.32555224 | 1 | 0.1% | |
| 0.32086075 | 1 | 0.1% |
att71
Real number (ℝ≥0)
| Distinct | 1994 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1499567766 |
|---|---|
| Minimum | 0.00377982 |
| Maximum | 0.45628155 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.00377982 |
|---|---|
| 5-th percentile | 0.0299166075 |
| Q1 | 0.0793867975 |
| median | 0.137442935 |
| Q3 | 0.2054238025 |
| 95-th percentile | 0.318950796 |
| Maximum | 0.45628155 |
| Range | 0.45250173 |
| Interquartile range (IQR) | 0.126037005 |
Descriptive statistics
| Standard deviation | 0.08826700958 |
|---|---|
| Coefficient of variation (CV) | 0.5886163438 |
| Kurtosis | -0.1215770735 |
| Mean | 0.1499567766 |
| Median Absolute Deviation (MAD) | 0.061934085 |
| Skewness | 0.6470285529 |
| Sum | 299.9135532 |
| Variance | 0.00779106498 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.0948903 | 2 | 0.1% | |
| 0.24934771 | 2 | 0.1% | |
| 0.26818936 | 2 | 0.1% | |
| 0.24805604 | 2 | 0.1% | |
| 0.09537116 | 2 | 0.1% | |
| 0.2511816 | 2 | 0.1% | |
| 0.14120759 | 1 | 0.1% | |
| 0.28951534 | 1 | 0.1% | |
| 0.11588372 | 1 | 0.1% | |
| 0.09439569 | 1 | 0.1% | |
| 0.25675577 | 1 | 0.1% | |
| 0.0637911 | 1 | 0.1% | |
| 0.09386272 | 1 | 0.1% | |
| 0.2758861 | 1 | 0.1% | |
| 0.3528536 | 1 | 0.1% | |
| 0.0249193 | 1 | 0.1% | |
| 0.0116671 | 1 | 0.1% | |
| 0.0732371 | 1 | 0.1% | |
| 0.11282252 | 1 | 0.1% | |
| 0.21355093 | 1 | 0.1% | |
| 0.04944319 | 1 | 0.1% | |
| 0.17845761 | 1 | 0.1% | |
| 0.34418153 | 1 | 0.1% | |
| 0.20147863 | 1 | 0.1% | |
| 0.06488971 | 1 | 0.1% | |
| Other values (1969) | 1969 | 98.5% |
| Value | Count | Frequency (%) | |
| 0.00377982 | 1 | 0.1% | |
| 0.00442648 | 1 | 0.1% | |
| 0.00478888 | 1 | 0.1% | |
| 0.00502699 | 1 | 0.1% | |
| 0.00503633 | 1 | 0.1% | |
| 0.00676516 | 1 | 0.1% | |
| 0.00734105 | 1 | 0.1% | |
| 0.00749073 | 1 | 0.1% | |
| 0.00805251 | 1 | 0.1% | |
| 0.00824042 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.45628155 | 1 | 0.1% | |
| 0.4343606 | 1 | 0.1% | |
| 0.43213063 | 1 | 0.1% | |
| 0.42150001 | 1 | 0.1% | |
| 0.41739817 | 1 | 0.1% | |
| 0.41580711 | 1 | 0.1% | |
| 0.40940862 | 1 | 0.1% | |
| 0.40255414 | 1 | 0.1% | |
| 0.40230197 | 1 | 0.1% | |
| 0.40036499 | 1 | 0.1% |
att19
Real number (ℝ≥0)
| Distinct | 1994 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1193962378 |
|---|---|
| Minimum | 0.00230379 |
| Maximum | 0.44011261 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.00230379 |
|---|---|
| 5-th percentile | 0.0301177115 |
| Q1 | 0.071987385 |
| median | 0.112425575 |
| Q3 | 0.15569146 |
| 95-th percentile | 0.2348399345 |
| Maximum | 0.44011261 |
| Range | 0.43780882 |
| Interquartile range (IQR) | 0.083704075 |
Descriptive statistics
| Standard deviation | 0.06494074547 |
|---|---|
| Coefficient of variation (CV) | 0.5439094786 |
| Kurtosis | 1.99492262 |
| Mean | 0.1193962378 |
| Median Absolute Deviation (MAD) | 0.04101489 |
| Skewness | 1.029985535 |
| Sum | 238.7924757 |
| Variance | 0.004217300422 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.09837684 | 2 | 0.1% | |
| 0.13418658 | 2 | 0.1% | |
| 0.20403262 | 2 | 0.1% | |
| 0.08255952 | 2 | 0.1% | |
| 0.23336155 | 2 | 0.1% | |
| 0.11607738 | 2 | 0.1% | |
| 0.04457582 | 1 | 0.1% | |
| 0.14621468 | 1 | 0.1% | |
| 0.16773729 | 1 | 0.1% | |
| 0.07954617 | 1 | 0.1% | |
| 0.15880356 | 1 | 0.1% | |
| 0.0362102 | 1 | 0.1% | |
| 0.13940655 | 1 | 0.1% | |
| 0.09182648 | 1 | 0.1% | |
| 0.13014278 | 1 | 0.1% | |
| 0.10233192 | 1 | 0.1% | |
| 0.15084884 | 1 | 0.1% | |
| 0.07748164 | 1 | 0.1% | |
| 0.05216971 | 1 | 0.1% | |
| 0.03720526 | 1 | 0.1% | |
| 0.07945218 | 1 | 0.1% | |
| 0.08979793 | 1 | 0.1% | |
| 0.09602859 | 1 | 0.1% | |
| 0.1358384 | 1 | 0.1% | |
| 0.08031372 | 1 | 0.1% | |
| Other values (1969) | 1969 | 98.5% |
| Value | Count | Frequency (%) | |
| 0.00230379 | 1 | 0.1% | |
| 0.00486002 | 1 | 0.1% | |
| 0.00605524 | 1 | 0.1% | |
| 0.00682307 | 1 | 0.1% | |
| 0.00769109 | 1 | 0.1% | |
| 0.00808331 | 1 | 0.1% | |
| 0.00973972 | 1 | 0.1% | |
| 0.00985012 | 1 | 0.1% | |
| 0.00987733 | 1 | 0.1% | |
| 0.01020328 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.44011261 | 1 | 0.1% | |
| 0.41075329 | 1 | 0.1% | |
| 0.40956274 | 1 | 0.1% | |
| 0.40723087 | 1 | 0.1% | |
| 0.40560336 | 1 | 0.1% | |
| 0.40233025 | 1 | 0.1% | |
| 0.3965906 | 1 | 0.1% | |
| 0.39566321 | 1 | 0.1% | |
| 0.3937549 | 1 | 0.1% | |
| 0.38901322 | 1 | 0.1% |
att13
Real number (ℝ≥0)
| Distinct | 1994 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.164245782 |
|---|---|
| Minimum | 0.00142364 |
| Maximum | 0.47188111 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.00142364 |
|---|---|
| 5-th percentile | 0.0325149005 |
| Q1 | 0.089438945 |
| median | 0.156005215 |
| Q3 | 0.233350665 |
| 95-th percentile | 0.31833502 |
| Maximum | 0.47188111 |
| Range | 0.47045747 |
| Interquartile range (IQR) | 0.14391172 |
Descriptive statistics
| Standard deviation | 0.09122333959 |
|---|---|
| Coefficient of variation (CV) | 0.5554075027 |
| Kurtosis | -0.604041187 |
| Mean | 0.164245782 |
| Median Absolute Deviation (MAD) | 0.07079314 |
| Skewness | 0.3867834768 |
| Sum | 328.4915639 |
| Variance | 0.008321697686 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.20953787 | 2 | 0.1% | |
| 0.25012685 | 2 | 0.1% | |
| 0.18796356 | 2 | 0.1% | |
| 0.15549073 | 2 | 0.1% | |
| 0.31255573 | 2 | 0.1% | |
| 0.06217312 | 2 | 0.1% | |
| 0.25870489 | 1 | 0.1% | |
| 0.15226533 | 1 | 0.1% | |
| 0.03755536 | 1 | 0.1% | |
| 0.07147035 | 1 | 0.1% | |
| 0.09012702 | 1 | 0.1% | |
| 0.09426443 | 1 | 0.1% | |
| 0.08108047 | 1 | 0.1% | |
| 0.07587162 | 1 | 0.1% | |
| 0.18047519 | 1 | 0.1% | |
| 0.18000493 | 1 | 0.1% | |
| 0.03974131 | 1 | 0.1% | |
| 0.27409405 | 1 | 0.1% | |
| 0.07722185 | 1 | 0.1% | |
| 0.25270509 | 1 | 0.1% | |
| 0.13907608 | 1 | 0.1% | |
| 0.28185175 | 1 | 0.1% | |
| 0.18036158 | 1 | 0.1% | |
| 0.07605102 | 1 | 0.1% | |
| 0.11249497 | 1 | 0.1% | |
| Other values (1969) | 1969 | 98.5% |
| Value | Count | Frequency (%) | |
| 0.00142364 | 1 | 0.1% | |
| 0.00241142 | 1 | 0.1% | |
| 0.00461674 | 1 | 0.1% | |
| 0.00526326 | 1 | 0.1% | |
| 0.00599971 | 1 | 0.1% | |
| 0.00692473 | 1 | 0.1% | |
| 0.00774143 | 1 | 0.1% | |
| 0.00855114 | 1 | 0.1% | |
| 0.00947334 | 1 | 0.1% | |
| 0.00999279 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.47188111 | 1 | 0.1% | |
| 0.46048722 | 1 | 0.1% | |
| 0.44479868 | 1 | 0.1% | |
| 0.43204098 | 1 | 0.1% | |
| 0.41820921 | 1 | 0.1% | |
| 0.41727575 | 1 | 0.1% | |
| 0.41139625 | 1 | 0.1% | |
| 0.41135022 | 1 | 0.1% | |
| 0.41007141 | 1 | 0.1% | |
| 0.40611344 | 1 | 0.1% |
att59
Real number (ℝ≥0)
| Distinct | 1994 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.09047379155 |
|---|---|
| Minimum | 0.00173879 |
| Maximum | 0.26816983 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.00173879 |
|---|---|
| 5-th percentile | 0.0215005995 |
| Q1 | 0.0518622375 |
| median | 0.0835039 |
| Q3 | 0.1236326925 |
| 95-th percentile | 0.181056307 |
| Maximum | 0.26816983 |
| Range | 0.26643104 |
| Interquartile range (IQR) | 0.071770455 |
Descriptive statistics
| Standard deviation | 0.04855415305 |
|---|---|
| Coefficient of variation (CV) | 0.5366653948 |
| Kurtosis | -0.2128738272 |
| Mean | 0.09047379155 |
| Median Absolute Deviation (MAD) | 0.034536905 |
| Skewness | 0.54623049 |
| Sum | 180.9475831 |
| Variance | 0.002357505779 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.02321288 | 2 | 0.1% | |
| 0.08802095 | 2 | 0.1% | |
| 0.12752669 | 2 | 0.1% | |
| 0.18152764 | 2 | 0.1% | |
| 0.16153016 | 2 | 0.1% | |
| 0.09728621 | 2 | 0.1% | |
| 0.03613722 | 1 | 0.1% | |
| 0.11000578 | 1 | 0.1% | |
| 0.1709148 | 1 | 0.1% | |
| 0.10744614 | 1 | 0.1% | |
| 0.10239608 | 1 | 0.1% | |
| 0.17839309 | 1 | 0.1% | |
| 0.10506429 | 1 | 0.1% | |
| 0.00934724 | 1 | 0.1% | |
| 0.06288063 | 1 | 0.1% | |
| 0.03788634 | 1 | 0.1% | |
| 0.06098562 | 1 | 0.1% | |
| 0.05685632 | 1 | 0.1% | |
| 0.06753253 | 1 | 0.1% | |
| 0.07836088 | 1 | 0.1% | |
| 0.10683257 | 1 | 0.1% | |
| 0.02230856 | 1 | 0.1% | |
| 0.0716012 | 1 | 0.1% | |
| 0.14104874 | 1 | 0.1% | |
| 0.12883578 | 1 | 0.1% | |
| Other values (1969) | 1969 | 98.5% |
| Value | Count | Frequency (%) | |
| 0.00173879 | 1 | 0.1% | |
| 0.00369551 | 1 | 0.1% | |
| 0.00433916 | 1 | 0.1% | |
| 0.00448196 | 1 | 0.1% | |
| 0.00468606 | 1 | 0.1% | |
| 0.00492508 | 1 | 0.1% | |
| 0.00509456 | 1 | 0.1% | |
| 0.00592086 | 1 | 0.1% | |
| 0.00657459 | 1 | 0.1% | |
| 0.00697825 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.26816983 | 1 | 0.1% | |
| 0.26614744 | 1 | 0.1% | |
| 0.24912932 | 1 | 0.1% | |
| 0.24650722 | 1 | 0.1% | |
| 0.23380052 | 1 | 0.1% | |
| 0.2307733 | 1 | 0.1% | |
| 0.22762251 | 1 | 0.1% | |
| 0.22753796 | 1 | 0.1% | |
| 0.22745916 | 1 | 0.1% | |
| 0.22706826 | 1 | 0.1% |
att34
Real number (ℝ≥0)
| Distinct | 1994 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08297373781 |
|---|---|
| Minimum | 0.00256918 |
| Maximum | 0.31466858 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.00256918 |
|---|---|
| 5-th percentile | 0.0225200915 |
| Q1 | 0.0510748575 |
| median | 0.077458395 |
| Q3 | 0.10770552 |
| 95-th percentile | 0.1644904605 |
| Maximum | 0.31466858 |
| Range | 0.3120994 |
| Interquartile range (IQR) | 0.0566306625 |
Descriptive statistics
| Standard deviation | 0.04406113544 |
|---|---|
| Coefficient of variation (CV) | 0.5310250762 |
| Kurtosis | 1.212847316 |
| Mean | 0.08297373781 |
| Median Absolute Deviation (MAD) | 0.028256435 |
| Skewness | 0.8800037469 |
| Sum | 165.9474756 |
| Variance | 0.001941383656 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.05205778 | 2 | 0.1% | |
| 0.06106431 | 2 | 0.1% | |
| 0.05840636 | 2 | 0.1% | |
| 0.06220187 | 2 | 0.1% | |
| 0.10306166 | 2 | 0.1% | |
| 0.16324921 | 2 | 0.1% | |
| 0.04624897 | 1 | 0.1% | |
| 0.07210544 | 1 | 0.1% | |
| 0.10038127 | 1 | 0.1% | |
| 0.07431965 | 1 | 0.1% | |
| 0.0802618 | 1 | 0.1% | |
| 0.04697592 | 1 | 0.1% | |
| 0.07050739 | 1 | 0.1% | |
| 0.05366694 | 1 | 0.1% | |
| 0.01085496 | 1 | 0.1% | |
| 0.08564785 | 1 | 0.1% | |
| 0.1002265 | 1 | 0.1% | |
| 0.02954952 | 1 | 0.1% | |
| 0.06454521 | 1 | 0.1% | |
| 0.08328546 | 1 | 0.1% | |
| 0.11208905 | 1 | 0.1% | |
| 0.08089554 | 1 | 0.1% | |
| 0.07848178 | 1 | 0.1% | |
| 0.09212132 | 1 | 0.1% | |
| 0.10705096 | 1 | 0.1% | |
| Other values (1969) | 1969 | 98.5% |
| Value | Count | Frequency (%) | |
| 0.00256918 | 1 | 0.1% | |
| 0.00269399 | 1 | 0.1% | |
| 0.00315502 | 1 | 0.1% | |
| 0.00329774 | 1 | 0.1% | |
| 0.00458757 | 1 | 0.1% | |
| 0.00459451 | 1 | 0.1% | |
| 0.00485925 | 1 | 0.1% | |
| 0.00489593 | 1 | 0.1% | |
| 0.00577109 | 1 | 0.1% | |
| 0.00644843 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.31466858 | 1 | 0.1% | |
| 0.27776706 | 1 | 0.1% | |
| 0.27231028 | 1 | 0.1% | |
| 0.26539589 | 1 | 0.1% | |
| 0.26224322 | 1 | 0.1% | |
| 0.24752973 | 1 | 0.1% | |
| 0.24517663 | 1 | 0.1% | |
| 0.23794031 | 1 | 0.1% | |
| 0.23629368 | 1 | 0.1% | |
| 0.23366496 | 1 | 0.1% |
att10
Real number (ℝ≥0)
| Distinct | 1994 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1517155539 |
|---|---|
| Minimum | 0.00234154 |
| Maximum | 0.58494186 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.00234154 |
|---|---|
| 5-th percentile | 0.036635492 |
| Q1 | 0.0849203 |
| median | 0.13659515 |
| Q3 | 0.2022550625 |
| 95-th percentile | 0.321558864 |
| Maximum | 0.58494186 |
| Range | 0.58260032 |
| Interquartile range (IQR) | 0.1173347625 |
Descriptive statistics
| Standard deviation | 0.08722397092 |
|---|---|
| Coefficient of variation (CV) | 0.5749177896 |
| Kurtosis | 0.1032189062 |
| Mean | 0.1517155539 |
| Median Absolute Deviation (MAD) | 0.057390005 |
| Skewness | 0.7355033631 |
| Sum | 303.4311079 |
| Variance | 0.007608021104 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.09340761 | 2 | 0.1% | |
| 0.3081836 | 2 | 0.1% | |
| 0.14916161 | 2 | 0.1% | |
| 0.1109638 | 2 | 0.1% | |
| 0.30445234 | 2 | 0.1% | |
| 0.08694749 | 2 | 0.1% | |
| 0.15114531 | 1 | 0.1% | |
| 0.07607574 | 1 | 0.1% | |
| 0.07204275 | 1 | 0.1% | |
| 0.13110104 | 1 | 0.1% | |
| 0.220211 | 1 | 0.1% | |
| 0.15951556 | 1 | 0.1% | |
| 0.05806998 | 1 | 0.1% | |
| 0.2106978 | 1 | 0.1% | |
| 0.04725705 | 1 | 0.1% | |
| 0.19672622 | 1 | 0.1% | |
| 0.03613916 | 1 | 0.1% | |
| 0.18052952 | 1 | 0.1% | |
| 0.27803479 | 1 | 0.1% | |
| 0.19245132 | 1 | 0.1% | |
| 0.11805772 | 1 | 0.1% | |
| 0.08247498 | 1 | 0.1% | |
| 0.17399014 | 1 | 0.1% | |
| 0.11014381 | 1 | 0.1% | |
| 0.05000699 | 1 | 0.1% | |
| Other values (1969) | 1969 | 98.5% |
| Value | Count | Frequency (%) | |
| 0.00234154 | 1 | 0.1% | |
| 0.00347126 | 1 | 0.1% | |
| 0.00641303 | 1 | 0.1% | |
| 0.00649939 | 1 | 0.1% | |
| 0.00751934 | 1 | 0.1% | |
| 0.00773344 | 1 | 0.1% | |
| 0.00816145 | 1 | 0.1% | |
| 0.00875765 | 1 | 0.1% | |
| 0.01127799 | 1 | 0.1% | |
| 0.01138809 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.58494186 | 1 | 0.1% | |
| 0.44960016 | 1 | 0.1% | |
| 0.42609885 | 1 | 0.1% | |
| 0.41998918 | 1 | 0.1% | |
| 0.40895111 | 1 | 0.1% | |
| 0.39498092 | 1 | 0.1% | |
| 0.3946344 | 1 | 0.1% | |
| 0.39398848 | 1 | 0.1% | |
| 0.39184787 | 1 | 0.1% | |
| 0.39142012 | 1 | 0.1% |
att6
Real number (ℝ≥0)
| Distinct | 1994 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1583138707 |
|---|---|
| Minimum | 0.00267619 |
| Maximum | 0.48334174 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.00267619 |
|---|---|
| 5-th percentile | 0.0280846265 |
| Q1 | 0.0934888575 |
| median | 0.149465895 |
| Q3 | 0.2108167175 |
| 95-th percentile | 0.329407338 |
| Maximum | 0.48334174 |
| Range | 0.48066555 |
| Interquartile range (IQR) | 0.11732786 |
Descriptive statistics
| Standard deviation | 0.08902186855 |
|---|---|
| Coefficient of variation (CV) | 0.562312501 |
| Kurtosis | 0.2291304264 |
| Mean | 0.1583138707 |
| Median Absolute Deviation (MAD) | 0.058210615 |
| Skewness | 0.6456652096 |
| Sum | 316.6277413 |
| Variance | 0.00792489308 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.12642856 | 2 | 0.1% | |
| 0.1430952 | 2 | 0.1% | |
| 0.16019809 | 2 | 0.1% | |
| 0.10341491 | 2 | 0.1% | |
| 0.18739538 | 2 | 0.1% | |
| 0.24751661 | 2 | 0.1% | |
| 0.06847987 | 1 | 0.1% | |
| 0.18803708 | 1 | 0.1% | |
| 0.23547887 | 1 | 0.1% | |
| 0.23324312 | 1 | 0.1% | |
| 0.11061987 | 1 | 0.1% | |
| 0.18987449 | 1 | 0.1% | |
| 0.16884844 | 1 | 0.1% | |
| 0.18772981 | 1 | 0.1% | |
| 0.12351773 | 1 | 0.1% | |
| 0.04322157 | 1 | 0.1% | |
| 0.10422945 | 1 | 0.1% | |
| 0.07207894 | 1 | 0.1% | |
| 0.30582451 | 1 | 0.1% | |
| 0.09742818 | 1 | 0.1% | |
| 0.01546714 | 1 | 0.1% | |
| 0.17468907 | 1 | 0.1% | |
| 0.14416832 | 1 | 0.1% | |
| 0.1576014 | 1 | 0.1% | |
| 0.08745637 | 1 | 0.1% | |
| Other values (1969) | 1969 | 98.5% |
| Value | Count | Frequency (%) | |
| 0.00267619 | 1 | 0.1% | |
| 0.00278427 | 1 | 0.1% | |
| 0.00305422 | 1 | 0.1% | |
| 0.00411983 | 1 | 0.1% | |
| 0.00418524 | 1 | 0.1% | |
| 0.00455257 | 1 | 0.1% | |
| 0.00468871 | 1 | 0.1% | |
| 0.00619741 | 1 | 0.1% | |
| 0.00625091 | 1 | 0.1% | |
| 0.0072713 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.48334174 | 1 | 0.1% | |
| 0.47991325 | 1 | 0.1% | |
| 0.47097059 | 1 | 0.1% | |
| 0.46814298 | 1 | 0.1% | |
| 0.45271451 | 1 | 0.1% | |
| 0.44866841 | 1 | 0.1% | |
| 0.43902021 | 1 | 0.1% | |
| 0.42830582 | 1 | 0.1% | |
| 0.42632092 | 1 | 0.1% | |
| 0.42551632 | 1 | 0.1% |
att35
Real number (ℝ≥0)
| Distinct | 1994 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.09123026692 |
|---|---|
| Minimum | 0.00396516 |
| Maximum | 0.27889178 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.00396516 |
|---|---|
| 5-th percentile | 0.025218357 |
| Q1 | 0.059659505 |
| median | 0.088910165 |
| Q3 | 0.118911735 |
| 95-th percentile | 0.1658269825 |
| Maximum | 0.27889178 |
| Range | 0.27492662 |
| Interquartile range (IQR) | 0.05925223 |
Descriptive statistics
| Standard deviation | 0.0424745198 |
|---|---|
| Coefficient of variation (CV) | 0.4655748715 |
| Kurtosis | 0.0174035756 |
| Mean | 0.09123026692 |
| Median Absolute Deviation (MAD) | 0.02961216 |
| Skewness | 0.394082788 |
| Sum | 182.4605338 |
| Variance | 0.001804084832 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.11480545 | 2 | 0.1% | |
| 0.04974786 | 2 | 0.1% | |
| 0.07385013 | 2 | 0.1% | |
| 0.03205825 | 2 | 0.1% | |
| 0.10250295 | 2 | 0.1% | |
| 0.11250352 | 2 | 0.1% | |
| 0.17221128 | 1 | 0.1% | |
| 0.08174257 | 1 | 0.1% | |
| 0.03472553 | 1 | 0.1% | |
| 0.05840141 | 1 | 0.1% | |
| 0.07690556 | 1 | 0.1% | |
| 0.13019605 | 1 | 0.1% | |
| 0.10732456 | 1 | 0.1% | |
| 0.0802742 | 1 | 0.1% | |
| 0.17067235 | 1 | 0.1% | |
| 0.05932039 | 1 | 0.1% | |
| 0.09811929 | 1 | 0.1% | |
| 0.11519341 | 1 | 0.1% | |
| 0.03862374 | 1 | 0.1% | |
| 0.15368873 | 1 | 0.1% | |
| 0.17358322 | 1 | 0.1% | |
| 0.1314113 | 1 | 0.1% | |
| 0.17149328 | 1 | 0.1% | |
| 0.13385003 | 1 | 0.1% | |
| 0.0718189 | 1 | 0.1% | |
| Other values (1969) | 1969 | 98.5% |
| Value | Count | Frequency (%) | |
| 0.00396516 | 1 | 0.1% | |
| 0.0043182 | 1 | 0.1% | |
| 0.00490143 | 1 | 0.1% | |
| 0.0049649 | 1 | 0.1% | |
| 0.00588648 | 1 | 0.1% | |
| 0.00620318 | 1 | 0.1% | |
| 0.00627067 | 1 | 0.1% | |
| 0.00722906 | 1 | 0.1% | |
| 0.00820264 | 1 | 0.1% | |
| 0.00842662 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.27889178 | 1 | 0.1% | |
| 0.25491796 | 1 | 0.1% | |
| 0.23830811 | 1 | 0.1% | |
| 0.22828818 | 1 | 0.1% | |
| 0.22828753 | 1 | 0.1% | |
| 0.22483652 | 1 | 0.1% | |
| 0.22022788 | 1 | 0.1% | |
| 0.21993101 | 1 | 0.1% | |
| 0.21508398 | 1 | 0.1% | |
| 0.21505445 | 1 | 0.1% |
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.5 |
|---|---|
| Minimum | 0 |
| Maximum | 9 |
| Zeros | 200 |
| Zeros (%) | 10.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4.5 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.872999663 |
|---|---|
| Coefficient of variation (CV) | 0.6384443696 |
| Kurtosis | -1.224302538 |
| Mean | 4.5 |
| Median Absolute Deviation (MAD) | 2.5 |
| Skewness | 0 |
| Sum | 9000 |
| Variance | 8.254127064 |
| Monotocity | Increasing |
| Value | Count | Frequency (%) | |
| 9 | 200 | 10.0% | |
| 8 | 200 | 10.0% | |
| 7 | 200 | 10.0% | |
| 6 | 200 | 10.0% | |
| 5 | 200 | 10.0% | |
| 4 | 200 | 10.0% | |
| 3 | 200 | 10.0% | |
| 2 | 200 | 10.0% | |
| 1 | 200 | 10.0% | |
| 0 | 200 | 10.0% |
| Value | Count | Frequency (%) | |
| 0 | 200 | 10.0% | |
| 1 | 200 | 10.0% | |
| 2 | 200 | 10.0% | |
| 3 | 200 | 10.0% | |
| 4 | 200 | 10.0% | |
| 5 | 200 | 10.0% | |
| 6 | 200 | 10.0% | |
| 7 | 200 | 10.0% | |
| 8 | 200 | 10.0% | |
| 9 | 200 | 10.0% |
| Value | Count | Frequency (%) | |
| 9 | 200 | 10.0% | |
| 8 | 200 | 10.0% | |
| 7 | 200 | 10.0% | |
| 6 | 200 | 10.0% | |
| 5 | 200 | 10.0% | |
| 4 | 200 | 10.0% | |
| 3 | 200 | 10.0% | |
| 2 | 200 | 10.0% | |
| 1 | 200 | 10.0% | |
| 0 | 200 | 10.0% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| att5 | att36 | att11 | att1 | att46 | att48 | att66 | att54 | att51 | att29 | att68 | att71 | att19 | att13 | att59 | att34 | att10 | att6 | att35 | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.616078 | 0.083773 | 0.075942 | 0.065882 | 0.063582 | 0.059101 | 0.081256 | 0.077170 | 0.083515 | 0.120526 | 0.113374 | 0.067795 | 0.114051 | 0.077903 | 0.099352 | 0.035213 | 0.037065 | 0.035856 | 0.079009 | 0 |
| 1 | 0.599280 | 0.097209 | 0.017184 | 0.049142 | 0.072633 | 0.040413 | 0.131552 | 0.117419 | 0.088277 | 0.144867 | 0.069337 | 0.045447 | 0.234876 | 0.012904 | 0.054884 | 0.054896 | 0.059661 | 0.041217 | 0.088678 | 0 |
| 2 | 0.612494 | 0.091450 | 0.017012 | 0.034172 | 0.071334 | 0.059481 | 0.082467 | 0.117885 | 0.054556 | 0.074607 | 0.218842 | 0.047154 | 0.103112 | 0.060468 | 0.033732 | 0.090263 | 0.044569 | 0.056554 | 0.072140 | 0 |
| 3 | 0.546316 | 0.088568 | 0.036931 | 0.062336 | 0.019268 | 0.044408 | 0.165806 | 0.017055 | 0.067212 | 0.034270 | 0.085479 | 0.075950 | 0.056670 | 0.051425 | 0.081941 | 0.156005 | 0.119052 | 0.045779 | 0.018523 | 0 |
| 4 | 0.608455 | 0.058436 | 0.093298 | 0.061970 | 0.072733 | 0.056720 | 0.130661 | 0.107442 | 0.049535 | 0.117097 | 0.106960 | 0.015674 | 0.206554 | 0.051809 | 0.052613 | 0.080176 | 0.049142 | 0.023631 | 0.076863 | 0 |
| 5 | 0.515568 | 0.090319 | 0.064759 | 0.068159 | 0.055434 | 0.044616 | 0.206224 | 0.069600 | 0.106287 | 0.071422 | 0.042722 | 0.028059 | 0.055454 | 0.057612 | 0.076475 | 0.066202 | 0.177476 | 0.036970 | 0.070621 | 0 |
| 6 | 0.593649 | 0.049844 | 0.116938 | 0.088707 | 0.070241 | 0.111334 | 0.118938 | 0.110229 | 0.075824 | 0.053481 | 0.076617 | 0.053327 | 0.049154 | 0.122071 | 0.111777 | 0.079280 | 0.083669 | 0.059416 | 0.082839 | 0 |
| 7 | 0.647993 | 0.055044 | 0.083372 | 0.074973 | 0.049910 | 0.071795 | 0.020213 | 0.045176 | 0.057742 | 0.103869 | 0.245769 | 0.026833 | 0.161806 | 0.138664 | 0.130565 | 0.032238 | 0.028298 | 0.071831 | 0.048710 | 0 |
| 8 | 0.579327 | 0.052658 | 0.087923 | 0.059108 | 0.013211 | 0.044120 | 0.137098 | 0.067053 | 0.006464 | 0.102878 | 0.071713 | 0.012997 | 0.073952 | 0.054454 | 0.022593 | 0.023211 | 0.096414 | 0.032159 | 0.061626 | 0 |
| 9 | 0.481188 | 0.007398 | 0.006986 | 0.012237 | 0.090532 | 0.045516 | 0.196816 | 0.073314 | 0.023453 | 0.086954 | 0.103715 | 0.051203 | 0.078360 | 0.033280 | 0.034579 | 0.063742 | 0.182301 | 0.023898 | 0.076222 | 0 |
Last rows
| att5 | att36 | att11 | att1 | att46 | att48 | att66 | att54 | att51 | att29 | att68 | att71 | att19 | att13 | att59 | att34 | att10 | att6 | att35 | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1990 | 0.265579 | 0.105642 | 0.260020 | 0.148897 | 0.075254 | 0.017500 | 0.078382 | 0.093919 | 0.107383 | 0.117376 | 0.144505 | 0.236971 | 0.133416 | 0.112495 | 0.129038 | 0.041719 | 0.095236 | 0.215861 | 0.101398 | 9 |
| 1991 | 0.494518 | 0.003207 | 0.264264 | 0.260004 | 0.077855 | 0.227016 | 0.121755 | 0.085398 | 0.151920 | 0.032034 | 0.164442 | 0.284417 | 0.129192 | 0.262971 | 0.103235 | 0.052488 | 0.240752 | 0.107543 | 0.176957 | 9 |
| 1992 | 0.215969 | 0.136876 | 0.163154 | 0.084451 | 0.101193 | 0.042305 | 0.060959 | 0.092309 | 0.127505 | 0.141204 | 0.116571 | 0.049935 | 0.197632 | 0.088928 | 0.050294 | 0.088064 | 0.218963 | 0.258308 | 0.161817 | 9 |
| 1993 | 0.283491 | 0.088473 | 0.028941 | 0.159415 | 0.066691 | 0.060033 | 0.119996 | 0.033530 | 0.040363 | 0.098209 | 0.143965 | 0.225515 | 0.064633 | 0.180109 | 0.094776 | 0.057240 | 0.162045 | 0.151190 | 0.084771 | 9 |
| 1994 | 0.199172 | 0.124026 | 0.136732 | 0.208960 | 0.055438 | 0.045833 | 0.019229 | 0.115775 | 0.059782 | 0.073699 | 0.254778 | 0.252927 | 0.090253 | 0.137968 | 0.064369 | 0.034383 | 0.181042 | 0.216428 | 0.105686 | 9 |
| 1995 | 0.264413 | 0.088187 | 0.285930 | 0.171874 | 0.027019 | 0.104869 | 0.046033 | 0.082007 | 0.032245 | 0.136418 | 0.197440 | 0.138887 | 0.012541 | 0.040784 | 0.149871 | 0.164326 | 0.081889 | 0.220274 | 0.023602 | 9 |
| 1996 | 0.427077 | 0.072170 | 0.260356 | 0.152025 | 0.072769 | 0.082037 | 0.172447 | 0.077904 | 0.055483 | 0.049501 | 0.161606 | 0.295227 | 0.076026 | 0.097286 | 0.135955 | 0.048612 | 0.124391 | 0.313656 | 0.110184 | 9 |
| 1997 | 0.417769 | 0.074187 | 0.236554 | 0.335606 | 0.068134 | 0.104543 | 0.260553 | 0.063698 | 0.073042 | 0.115836 | 0.121659 | 0.132893 | 0.157626 | 0.243448 | 0.080542 | 0.026233 | 0.079550 | 0.123067 | 0.113309 | 9 |
| 1998 | 0.326383 | 0.132610 | 0.138491 | 0.253910 | 0.025809 | 0.103718 | 0.093953 | 0.131884 | 0.104314 | 0.178404 | 0.168154 | 0.199125 | 0.083987 | 0.274987 | 0.163914 | 0.057551 | 0.097131 | 0.167960 | 0.101957 | 9 |
| 1999 | 0.236424 | 0.095188 | 0.060102 | 0.271575 | 0.030784 | 0.058473 | 0.012252 | 0.089880 | 0.054300 | 0.075237 | 0.225634 | 0.251182 | 0.098377 | 0.250127 | 0.023213 | 0.058406 | 0.149162 | 0.187395 | 0.112504 | 9 |
Most frequent
| att5 | att36 | att11 | att1 | att46 | att48 | att66 | att54 | att51 | att29 | att68 | att71 | att19 | att13 | att59 | att34 | att10 | att6 | att35 | target | count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.153190 | 0.073761 | 0.163646 | 0.257722 | 0.081544 | 0.092947 | 0.157568 | 0.095557 | 0.061267 | 0.077182 | 0.017004 | 0.249348 | 0.204033 | 0.062173 | 0.127527 | 0.163249 | 0.304452 | 0.247517 | 0.032058 | 3 | 2 |
| 1 | 0.236424 | 0.095188 | 0.060102 | 0.271575 | 0.030784 | 0.058473 | 0.012252 | 0.089880 | 0.054300 | 0.075237 | 0.225634 | 0.251182 | 0.098377 | 0.250127 | 0.023213 | 0.058406 | 0.149162 | 0.187395 | 0.112504 | 9 | 2 |
| 2 | 0.271809 | 0.065899 | 0.257777 | 0.311567 | 0.159921 | 0.145059 | 0.124745 | 0.191395 | 0.189272 | 0.070912 | 0.171524 | 0.268189 | 0.134187 | 0.209538 | 0.161530 | 0.103062 | 0.093408 | 0.126429 | 0.114805 | 7 | 2 |
| 3 | 0.283056 | 0.118052 | 0.033406 | 0.295982 | 0.156599 | 0.045144 | 0.069134 | 0.116729 | 0.100215 | 0.148733 | 0.284905 | 0.248056 | 0.082560 | 0.312556 | 0.097286 | 0.062202 | 0.086947 | 0.160198 | 0.049748 | 6 | 2 |
| 4 | 0.299976 | 0.163739 | 0.229320 | 0.134289 | 0.080338 | 0.091499 | 0.185417 | 0.152121 | 0.212584 | 0.220103 | 0.080260 | 0.094890 | 0.116077 | 0.155491 | 0.181528 | 0.061064 | 0.308184 | 0.143095 | 0.102503 | 5 | 2 |
| 5 | 0.485636 | 0.158560 | 0.318539 | 0.378177 | 0.153669 | 0.026894 | 0.322983 | 0.125224 | 0.107441 | 0.169746 | 0.112044 | 0.095371 | 0.233362 | 0.187964 | 0.088021 | 0.052058 | 0.110964 | 0.103415 | 0.073850 | 6 | 2 |